Coseismic surface deformation of the 2014 Napa earthquake mapped by Sentinel-1A SAR and accuracy assessment with COSMO-SkyMed and GPS data as cross validation.
Yinghui YangQiang ChenQian XuYijun ZhangQi YongGuoxiang LiuPublished in: Int. J. Digit. Earth (2017)
Keyphrases
- cross validation
- model selection
- gps data
- unseen data
- leave one out cross validation
- support vector
- grid search
- cross validated
- generalization error
- error estimates
- training set
- three dimensional
- machine learning
- image registration
- remote sensing
- road network
- sample size
- nearest neighbor
- knn
- feature extraction
- computer vision
- database